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AUTOSAR AP and ROS 2 Collaboration Framework for Development in Cloud Environment 云环境下开发的AUTOSAR AP和ROS 2协作框架
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-08 DOI: 10.1109/OJIES.2025.3607248
Ryudai Iwakami;Bo Peng;Hiroyuki Hanyu;Tasuku Ishigooka;Takuya Azumi
The development of autonomous vehicles is progressing rapidly. For practical implementation, platforms ensuring real-time performance, safety, and security are crucial. AUTOSAR adaptive platform (AUTOSAR AP) meets these needs and is widely used in development. However, it is rarely utilized in research due to licensing and tool availability issues. Instead, robot operating system 2 (ROS 2) is the main platform for autonomous vehicle research. This gap between research and development platforms hinders the swift application of research outcomes, delaying the practical implementation of autonomous vehicles. In addition, software-defined vehicle requires flexible software development in cloud environment. To address these challenges, this article proposes AUTOSAR AP and ROS 2 collaboration framework for development in cloud environment. ROS 2 uses data distribution service for communication, while AUTOSAR AP employs scalable service-oriented middleware over IP. The proposed framework bridges these protocols through conversion, enabling seamless communication. The functionality and performance of the proposed bridge converter are verified through measurements. The proposed bridge converter supports communication between AUTOSAR AP and ROS 2 in cloud environment and allows easy use of ROS 2 tools. Automating file generation further enhances the usability of the proposed collaboration framework.
自动驾驶汽车的发展进展迅速。对于实际实现,确保实时性能、安全性和安全性的平台至关重要。AUTOSAR自适应平台(AUTOSAR AP)满足了这些需求,并在开发中得到了广泛的应用。然而,由于许可和工具可用性问题,它很少在研究中使用。相反,机器人操作系统2 (ROS 2)是自动驾驶汽车研究的主要平台。这种研发平台之间的差距阻碍了研究成果的快速应用,推迟了自动驾驶汽车的实际实施。此外,软件定义汽车需要在云环境下进行灵活的软件开发。为了应对这些挑战,本文提出了用于云环境中开发的AUTOSAR AP和ROS 2协作框架。ROS 2采用数据分发服务进行通信,而AUTOSAR AP采用可扩展的IP服务中间件。提出的框架通过转换连接这些协议,实现无缝通信。通过测量验证了所提出的桥式变换器的功能和性能。所提出的桥式转换器支持AUTOSAR AP与云环境中的ROS 2之间的通信,并且允许轻松使用ROS 2工具。自动化文件生成进一步增强了所建议的协作框架的可用性。
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引用次数: 0
Propulsion Control of Bionic Robotic Fish Based on Deep Deterministic Policy Gradient Algorithm 基于深度确定性策略梯度算法的仿生机器鱼推进控制
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-08 DOI: 10.1109/OJIES.2025.3606965
Dong Xu;Heyang Feng;Fan Qiao;Kaiyang Lu;Xiaoguang Hu;Yupeng Liu
Robotic fish exhibit considerable potential for a wide range of applications. However, the limitation of battery size highlights the need to improve swimming efficiency. This article develops a deep deterministic policy gradient (DDPG)-based control method that makes the stiffness of robotic fish can be adjusted dynamically. First, the mathematical model of the two-joint robotic fish is established. Then, the conventional proportional–integral–derivative control system and the DDPG-based control system are developed. In the end, the feasibility of the DDPG-based approach was validated through simulation and experiments. The results indicate that the control method improved the system efficiency by approximately 9.77%, suggesting that the proposed method holds promise as a high-efficiency propulsion control approach for robotic fish.
机器鱼在广泛的应用中显示出相当大的潜力。然而,电池尺寸的限制凸显了提高游泳效率的必要性。本文提出了一种基于深度确定性策略梯度(DDPG)的控制方法,使机器鱼的刚度可以动态调节。首先,建立了双关节机器鱼的数学模型。然后,研究了传统的比例-积分-导数控制系统和基于ddpg的控制系统。最后,通过仿真和实验验证了基于ddpg方法的可行性。结果表明,该控制方法将系统效率提高了约9.77%,表明该方法有望成为一种高效的机器鱼推进控制方法。
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引用次数: 0
Auto-SGCR: Automated Generation of Smart Grid Cyber Range Using IEC 61850 Standard Models Auto-SGCR:使用IEC 61850标准模型自动生成智能电网网络范围
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-01 DOI: 10.1109/OJIES.2025.3604576
Muhammad M. Roomi;S. M. Suhail Hussain;Ee-Chien Chang;David M. Nicol;Daisuke Mashima
Digitalization of power grids have made them increasingly susceptible to cyber-attacks in the past decade. Iterative cybersecurity testing (i.e., red-team testing or penetration testing) is indispensable to counter emerging attack vectors and to ensure dependability of critical infrastructure. Furthermore, these can be used to evaluate cybersecurity configuration, effectiveness of the cybersecurity measures against various attack vectors, and to train smart grid cybersecurity experts defending the system. Facilitating extensive experiments narrows the gap between academic research and production environment. A high-fidelity cyber range (a virtual cybersecurity testbed emulating smart grid systems) is vital as it is often infeasible to conduct such experiments and training using production environment. However, the design and implementation of cyber range requires extensive domain knowledge of physical and cyber aspect of the infrastructure. Furthermore, costs incurred for setup and maintenance of cyber range are significant. Moreover, most existing smart grid cyber ranges are designed as a one-off, proprietary system, and are limited in terms of configurability, accessibility, portability, and reproducibility. To address these challenges, an automated smart grid cyber range generation framework (Auto-SGCR) is presented in this article. Initially a human-/machine-friendly, XML-based modeling language called smart grid modeling language (SG-ML) was defined, which incorporates IEC 61850 system configuration language files. Subsequently, a tool chain to parse SG-ML model files and automatically instantiate a functional smart grid cyber range was developed. The developed SG-ML models can be easily shared and/or modified to reproduce or customize for any cyber range. The application of Auto-SGCR is demonstrated through case studies with large-scale substation models. The toolchain along with example SG-ML models have been open-sourced.
在过去十年中,电网的数字化使其越来越容易受到网络攻击。迭代的网络安全测试(即红队测试或渗透测试)对于对抗新出现的攻击媒介和确保关键基础设施的可靠性是必不可少的。此外,这些可用于评估网络安全配置,针对各种攻击向量的网络安全措施的有效性,并培训保护系统的智能电网网络安全专家。促进广泛的实验,缩小了学术研究和生产环境之间的差距。高保真网络范围(模拟智能电网系统的虚拟网络安全测试平台)至关重要,因为使用生产环境进行此类实验和培训通常是不可行的。然而,网络范围的设计和实施需要基础设施的物理和网络方面的广泛领域知识。此外,建立和维护网络范围所产生的成本是显著的。此外,大多数现有的智能电网网络范围被设计为一次性的专有系统,并且在可配置性、可访问性、可移植性和可重复性方面受到限制。为了应对这些挑战,本文提出了一个自动化智能电网网络范围生成框架(Auto-SGCR)。最初定义了一种对人/机器友好的、基于xml的建模语言,称为智能电网建模语言(SG-ML),它包含了IEC 61850系统配置语言文件。随后,开发了一个工具链来解析SG-ML模型文件并自动实例化功能智能电网网络范围。开发的SG-ML模型可以很容易地共享和/或修改,以复制或定制任何网络范围。通过大型变电站模型的实例研究,展示了Auto-SGCR的应用。工具链和示例SG-ML模型都是开源的。
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引用次数: 0
Overview of Performance and Comparative Evaluation of Linear Tubular and Planar Consequent Pole PM Vernier Motor for Servo Applications 伺服用直线管状与平面顺极永磁游标电机性能综述及比较评价
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-01 DOI: 10.1109/OJIES.2025.3604578
Mehrage Ghods;Jawad Faiz;Mohammad Ali Bahrami;Shahryar Haghvirdiloo;Zabihollah Tabarniarami
Tubular linear structures have been shown to offer higher torque density, power factor and efficiency in comparison with linear planar structures. In addition, these structures exhibit greater mechanical tolerance to misalignments and faults, which renders them advantageous in a variety of applications. This article evaluates a tubular permanent magnet Vernier motor with a consequent pole configuration. In this design, the magnets are arranged side by side in a Halbach, surface and V-shaped array suitable for servo application. The end-effect and thrust force ripple are minimized, while the power factor and the average thrust force are enhanced, through the utilization of electrical and mechanical phase shifts of the modules with respect to each other and to the reference, in comparison to the planar structure. The predicted performances of both structures are validated through experimental validation.
与平面线性结构相比,管状线性结构具有更高的扭矩密度、功率因数和效率。此外,这些结构对错位和故障表现出更大的机械容忍度,这使得它们在各种应用中具有优势。本文评价了一种管状永磁游标电动机的顺极结构。在本设计中,磁体并排排列成适合伺服应用的哈尔巴赫、表面和v形阵列。与平面结构相比,通过利用模块相对于彼此以及相对于参考的电气和机械相移,可以最小化端效应和推力脉动,同时增强功率因数和平均推力。通过实验验证了两种结构的预测性能。
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引用次数: 0
GMPP Estimator as a Global Solution for MPPT Algorithms Under Partial Shading Conditions GMPP估计是部分遮阳条件下MPPT算法的全局解
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-25 DOI: 10.1109/OJIES.2025.3602363
Reza Sangrody;Shamsodin Taheri;Ana-Maria Cretu;Edris Pouresmaeil;Hani Vahedi
The power versus voltage curve of a photovoltaic (PV) panel exhibits several maximum power points (MPPs) in a partial shading (PS) condition. Thus, it remains an optimization challenge to ensure that PV systems operate at their global MPP (GMPP). Scanning the output characteristics of the PV panels seems a general solution for this issue. However, applying a short circuit to the terminal of PV panels where there exists an electrolytic capacitor, has a detrimental effect on the lifetime of the system. To this end, in this article, a GMPP estimator is proposed as a global solution for conventional maximum power point tracking (MPPT) algorithms under PS conditions. The proposed technique improves existing simple MPPT algorithms with original approaches as follows: first, an accurate microscopic analysis of a PV characteristic in PS conditions is considered, second, an original definition of the dominant cells and modules in a PV panel is proposed that allows to reduce the PS patterns to a finite number, and third, the search area for the MPPT operation is reduced to find the accurate GMPP by proposing two voltage boundaries. The lower boundary corresponds to the GMPP under uniform shading condition that can be determined using a closed form formula, while the upper one refers to the GMPP of a dominant cell in a PV module that can be determined using an artificial intelligence technique. This can also help set the initial duty cycle in a convex area around the GMPP. The functionality of the proposed GMPP estimator is experimentally validated.
在部分遮阳(PS)条件下,光伏(PV)面板的功率与电压曲线显示出几个最大功率点(MPPs)。因此,确保光伏系统在其全局MPP (GMPP)下运行仍然是一个优化挑战。扫描光伏板的输出特性似乎是解决这个问题的一般方法。然而,在存在电解电容器的光伏板的末端施加短路,对系统的寿命有不利影响。为此,本文提出了一种GMPP估计器,作为PS条件下传统最大功率点跟踪(MPPT)算法的全局解决方案。该技术改进了现有的简单MPPT算法,采用了以下新颖的方法:首先,考虑了对PS条件下光伏特性的精确微观分析;其次,提出了光伏面板中优势电池和模块的原始定义,允许将PS模式减少到有限数量;第三,通过提出两个电压边界,减少了MPPT操作的搜索区域,以找到准确的GMPP。下边界对应均匀遮阳条件下的GMPP,可以用封闭形式公式确定,上边界对应光伏组件中优势电池的GMPP,可以用人工智能技术确定。这也可以帮助在GMPP周围的凸区域设置初始占空比。实验验证了所提出的GMPP估计器的功能。
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引用次数: 0
On-Board Deployability of a Deep Learning-Based System for Distraction and Inattention Detection 基于深度学习的分心和注意力不集中检测系统的车载可部署性
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-22 DOI: 10.1109/OJIES.2025.3601982
Matteo Fresta;Francesco Bellotti;Luca Lazzaroni;Hadi Ballout;Alessandro Pighetti;Óscar Ameneiro-Prieto;Manuel Porta-Lorenzo;Daniel Sánchez-Louzán;Cristina González-Escudeiro;Fabio Tango;Riccardo Berta
Driver distraction recognition is gaining increasing interest in improving traffic safety, as well as in automated driving. This article reports the experience we have gained developing a driver distraction detection (DDD) system within the Hi-Drive research project on driving automation. Targeting on-board deployability, we have faced several leading-edge research issues that have not been addressed together in published research works. We propose a compact sensory configuration and a limited computational resource system architecture, also exploiting careful manual and automated labeling, trying to find a tradeoff among conflicting needs in terms of accuracy, privacy preservation, energy efficiency, and costs. Our system detects two levels of insufficient attention, which are keys not only for designing a proper driver warning and information management strategy but also for better managing the transition among different automation levels. Our experiments confirmed on real-world data, and in the three-class task, the importance of distinguishing users among training, validation, and testing to prevent overestimating model performance by overfitting individual participant patterns present in all three subsets. We analyzed the complexity of the three-class problem, which is also related to the relatively low representation of the intermediate distraction class in the dataset. We showed that the size of the classifiable time window is a critical performance factor and found that a 5 s length seems to achieve the best tradeoff between latency, time resolution, and the need for capturing sufficient temporal information to detect distraction. Another empirical finding comes from a SHAP values-based explainability analysis and concerns the importance of vehicular signals for the detection task, particularly in the three-class problem. This is significant, as such signals are inexpensively available in vehicles, and their processing does not add further privacy concerns. Finally, assessing performance on three state-of-the-art embedded platforms, we observed that the developed deep learning models are able to effectively run on limited-resource, on-board deployable devices, meeting real-time performance requirements, also on a mainstream, low-cost microcontroller. We argue that these findings open significant perspectives toward an effective and efficient field deployment of DDD electronic systems.
驾驶员分心识别在提高交通安全以及自动驾驶方面越来越受到关注。本文报告了我们在驾驶自动化Hi-Drive研究项目中开发驾驶员分心检测(DDD)系统的经验。针对机载可部署性,我们面临着几个前沿研究问题,这些问题在已发表的研究工作中没有一起解决。我们提出了一种紧凑的感官配置和有限的计算资源系统架构,同时也利用了谨慎的手动和自动标签,试图在准确性、隐私保护、能源效率和成本等相互冲突的需求之间找到权衡。我们的系统检测了两种级别的注意力不足,这不仅是设计适当的驾驶员警告和信息管理策略的关键,也是更好地管理不同自动化级别之间转换的关键。我们的实验在真实世界的数据上证实,在三类任务中,在训练、验证和测试中区分用户的重要性,以防止通过过度拟合所有三个子集中存在的个体参与者模式来高估模型性能。我们分析了三类问题的复杂性,这也与数据集中中间分心类的相对较低的表示有关。我们发现,可分类时间窗口的大小是一个关键的性能因素,并发现5秒的长度似乎在延迟、时间分辨率和捕获足够的时间信息以检测分心的需求之间实现了最佳权衡。另一个实证发现来自基于SHAP值的可解释性分析,并关注车辆信号对检测任务的重要性,特别是在三类问题中。这一点很重要,因为这种信号在汽车上很便宜,而且它们的处理不会增加进一步的隐私问题。最后,在三个最先进的嵌入式平台上评估性能,我们观察到开发的深度学习模型能够有效地运行在资源有限的板载可部署设备上,满足实时性能要求,也可以在主流的低成本微控制器上运行。我们认为,这些发现为DDD电子系统的有效和高效的现场部署开辟了重要的前景。
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引用次数: 0
Simplified Direct Power Control for Grid Connected Multilevel Diode Clamped Converter 并网多电平二极管箝位变换器的简化直接功率控制
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-19 DOI: 10.1109/OJIES.2025.3600577
Azeddine Mehaouchi;Mansour Bouzidi;Boualaga Rabhi;Haitham Abu-Rub;Said Barkat;Abdelghani Boubekri
This article proposes a simplified direct power control (SDPC) based on a switching table (SWT) for a multilevel grid-connected diode-clamped converter (DCC). This work primarily aims to reduce the SWT size by one-sixth, thereby decreasing the required computational time. The proposed algorithm offers a simplification applicable to any direct power control algorithm designed for the DCC, regardless of SWT size or converter levels. Furthermore, the proposed approach ensures dc-side capacitor voltage balance in the converter by optimally selecting redundant states exclusively within the first sector. Experimental and real-time simulation results are conducted to demonstrate the effectiveness of the proposed SDPC method in reducing execution time while ensuring accurate regulation of both active and reactive power and maintaining balanced capacitor voltages.
针对多电平并网二极管箝位变换器(DCC),提出了一种基于开关表的简化直接功率控制(SDPC)方法。这项工作的主要目的是将SWT大小减少六分之一,从而减少所需的计算时间。所提出的算法提供了一种简化,适用于为DCC设计的任何直接功率控制算法,无论SWT大小或转换器级别如何。此外,该方法通过优化选择第一扇区内的冗余状态来确保变换器中的直流侧电容器电压平衡。实验和实时仿真结果表明,所提出的SDPC方法在缩短执行时间的同时,保证了有功功率和无功功率的精确调节,并保持了电容器电压的平衡。
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引用次数: 0
Single-DC-Source Three-Phase Modified Packed U-Cell Inverter With Reduced Components and Active Capacitor Voltage Balancing 单直流电源三相改进型U-Cell逆变器与减少元件和有源电容电压平衡
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-19 DOI: 10.1109/OJIES.2025.3600173
Mohammad Sharifzadeh;Eric Laurendeau;Arman Fathollahi;Meysam Gheisarnejad;Mahdieh S. Sadabadi;Kamal Al-Haddad
This article introduces a modified Packed U-Cell (PUC) inverter to establish a three-phase configuration using a single dc source to overcome the drawbacks of the multi-individual dc sources in the conventional three-phase PUC topology. The three-phase modified PUC is designed by the cascading connection of a flying capacitor and Hybrid Packed U-Cell (HPUC) in each phase, where the whole circuit design is fed by a single-dc-source voltage. The single-dc-source three-phase modified PUC inverter is also expandable by expanding the HPUC structure. The floating capacitors are actively balanced by integrating the abundant redundant switching states into the designed pulsewidth modulation technique through a voltage balancing algorithm. The performance of the three-phase nine-level modified PUC inverter and its floating capacitor voltage balancing is evaluated through theoretical and experimental analyses under all stand-alone and grid-connected operation conditions. The comparative study demonstrates that the three-phase modified PUC has fewer active and passive devices compared to other counterpart three-phase multilevel topologies.
本文介绍了一种改进的封装U-Cell (PUC)逆变器,该逆变器使用单个直流电源建立三相配置,以克服传统三相PUC拓扑中多个单独直流电源的缺点。该改进的三相PUC是通过在每个相位将飞行电容器和混合封装U-Cell (HPUC)级联来设计的,其中整个电路设计由单个直流电源电压供电。单直流电源三相改进型PUC逆变器还可以通过扩展HPUC结构进行扩展。通过电压平衡算法将丰富的冗余开关状态集成到所设计的脉宽调制技术中,实现了浮动电容的主动平衡。通过理论分析和实验分析,对三相九电平改进型PUC逆变器及其浮电容电压平衡在单机和并网运行条件下的性能进行了评价。对比研究表明,与其他相应的三相多层拓扑结构相比,三相改进PUC具有更少的有源和无源器件。
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引用次数: 0
Time-Efficient and Practical Design Method for Skewed PMSMs: Integrating Numerical Calculations With Limited 3-D-FEA 倾斜永磁同步电机的高效实用设计方法:数值计算与有限三维有限元分析相结合
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-15 DOI: 10.1109/OJIES.2025.3599390
Ren Tsunata;Yu Ichimura;Masatsugu Takemoto;Jun Imai
This article proposes a time-efficient and practical design method for determining appropriate skew structures for permanent magnet synchronous motors (PMSMs). Various PMSMs use skew to suppress torque ripple, but 3-D finite element analysis (3-D-FEA) is required in order to accurately determine an appropriate structure for skewed PMSMs, resulting in a long analysis time. Therefore, this article constructs a hybrid analysis method that combines numerical calculations and minimal 3-D-FEA. The aim of this method is to be practical and easy to use, even for novice designers, and to accurately and quickly design skewed PMSMs. In this article, the effectiveness of the proposed method is clarified through several case studies, and then, a skewed PMSM designed using the proposed method is verified experimentally. It is also revealed that suppression of voltage harmonics contributes to improving the performance of PMSMs in experiments.
本文提出了一种既省时又实用的设计方法来确定永磁同步电动机的合适斜向结构。各种永磁同步电动机都采用偏转来抑制转矩脉动,但为了准确确定偏转永磁同步电动机的合适结构,需要进行三维有限元分析(3-D- fea),分析时间长。因此,本文构建了数值计算与最小三维有限元分析相结合的混合分析方法。这种方法的目的是实用和易于使用,即使是新手设计师,并准确和快速地设计偏斜pmms。本文通过实例验证了该方法的有效性,并对采用该方法设计的偏转永磁同步电机进行了实验验证。实验还表明,抑制电压谐波有助于提高永磁同步电机的性能。
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引用次数: 0
Dual Three-Phase Sparse Inverter: Topology Analysis, PWM Scheme, and Common Mode Voltage Elimination 双三相稀疏逆变器:拓扑分析,PWM方案,和共模电压消除
IF 4.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-15 DOI: 10.1109/OJIES.2025.3599409
Hadi Aghaei;Ebrahim Babaei;Mohammad Bagher Bannae Sharifian;Atif Iqbal
Dual three-phase drives offer significant advantages for medium and high-power applications, including reduced current ratings for power switches, lower torque ripple, and enhanced fault tolerance compared to conventional three-phase drives. However, traditional three-level inverters used to drive these motors often escalate system costs due to their large number of power switches. This article introduces a dual three-phase sparse inverter designed to address these limitations. The proposed inverter utilizes only 16 power switches, a substantial reduction compared to conventional three-level inverters. This article also propose a carrier-based pulsewidth modulation (PWM) scheme that uniquely imposes no computational burden on the microcontroller. This PWM strategy incorporates a 180° phase shift between carriers of two three-phase systems, effectively eliminating common-mode voltage and xy harmonics. A comprehensive comparative study was conducted, assessing the proposed inverter against both two-level and conventional three-level inverters based on total harmonic distortion and efficiency. To validate its performance, experimental results are provided for the proposed dual three-phase inverter driving a 746 W induction motor using a constant volt/Hz open-loop control method.
双三相驱动为中大功率应用提供了显著的优势,包括与传统三相驱动相比,降低了功率开关的额定电流,降低了转矩脉动,增强了容错性。然而,用于驱动这些电机的传统三电平逆变器由于其大量的功率开关,通常会增加系统成本。本文介绍了一种旨在解决这些限制的双三相稀疏逆变器。与传统的三电平逆变器相比,该逆变器仅使用16个功率开关,大大减少。本文还提出了一种基于载波的脉宽调制(PWM)方案,该方案对微控制器没有独特的计算负担。该PWM策略在两个三相系统的载波之间集成了180°相移,有效地消除了共模电压和xy谐波。对该逆变器进行了全面的比较研究,从总谐波失真和效率两方面对该逆变器与传统的二电平和三电平逆变器进行了比较。为了验证其性能,给出了采用恒伏/Hz开环控制方法驱动746 W感应电机的双三相逆变器的实验结果。
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引用次数: 0
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IEEE Open Journal of the Industrial Electronics Society
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